{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a2a9338d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xlwings as xw\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fddb86c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "app = xw.App(visible=False, add_book=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "307ec39d",
   "metadata": {},
   "source": [
    "### 读取Excel数据到Pandas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "809c1811",
   "metadata": {},
   "outputs": [],
   "source": [
    "workbook = app.books.open(\"本月份上衣销量数据.xlsx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6aa90c1e",
   "metadata": {},
   "outputs": [],
   "source": [
    "sheet = workbook.sheets[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a5a7b131",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = sheet.range(\"A1\").options(pd.DataFrame, expand='table').value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ca71f7ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>类型</th>\n",
       "      <th>销量</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>日期</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-07-01</th>\n",
       "      <td>上衣</td>\n",
       "      <td>691.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-07-02</th>\n",
       "      <td>上衣</td>\n",
       "      <td>121.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-07-03</th>\n",
       "      <td>上衣</td>\n",
       "      <td>118.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-07-04</th>\n",
       "      <td>上衣</td>\n",
       "      <td>879.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-07-05</th>\n",
       "      <td>上衣</td>\n",
       "      <td>470.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            类型     销量\n",
       "日期                   \n",
       "2021-07-01  上衣  691.0\n",
       "2021-07-02  上衣  121.0\n",
       "2021-07-03  上衣  118.0\n",
       "2021-07-04  上衣  879.0\n",
       "2021-07-05  上衣  470.0"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97e677d9",
   "metadata": {},
   "source": [
    "### 实现画图，添加到Sheet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b60fd501",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "日期\n",
       "2021-07-01    691.0\n",
       "2021-07-02    121.0\n",
       "2021-07-03    118.0\n",
       "2021-07-04    879.0\n",
       "2021-07-05    470.0\n",
       "Name: 销量, dtype: float64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"销量\"].head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "dec82da7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Picture '折线图' in <Sheet [本月份上衣销量数据.xlsx]Sheet1>>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "figure = plt.figure(figsize=(12, 6), dpi=100)\n",
    "\n",
    "plt.plot(df[\"销量\"])\n",
    "\n",
    "sheet.pictures.add(figure, \n",
    "                   name='折线图', \n",
    "                   update=True,\n",
    "                   left=sheet.range('E3').left, \n",
    "                   top=sheet.range('E3').top)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9eb651d",
   "metadata": {},
   "source": [
    "### 退出Xlwings程序"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1e65f283",
   "metadata": {},
   "outputs": [],
   "source": [
    "workbook.save()\n",
    "workbook.close()\n",
    "app.quit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "05d28dd6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
